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刺突可靠性具有细胞类型特异性,并塑造皮层中的兴奋和抑制。

Spike Reliability is Cell-Type Specific and Shapes Excitation and Inhibition in the Cortex.

作者信息

Russo S, Stanley G B, Najafi F

机构信息

Wallace H Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, US.

Allen Institute, Brain and Consciousness Program, Seattle, WA, US.

出版信息

bioRxiv. 2024 Jun 8:2024.06.05.597657. doi: 10.1101/2024.06.05.597657.

DOI:10.1101/2024.06.05.597657
PMID:38895401
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11185694/
Abstract

Neurons encode information in the highly variable spiking activity of neuronal populations, so that different repetitions of the same stimulus can generate action potentials that vary significantly in terms of the count and timing. How does spiking variability originate, and does it have a functional purpose? Leveraging the Allen Institute cell types dataset, we relate the spiking reliability of cortical neurons during the intracellular injection of current resembling synaptic inputs to their morphologic, electrophysiologic, and transcriptomic classes. Our findings demonstrate that parvalbumin+ (PV) interneurons, a subclass of inhibitory neurons, show high reliability compared to other neuronal subclasses, particularly excitatory neurons. Through computational modeling, we predict that the high reliability of PV interneurons allows for strong and precise inhibition in downstream neurons, while the lower reliability of excitatory neurons allows for integrating multiple synaptic inputs leading to a spiking rate code. These findings illuminate how spiking variability in different neuronal classes affect information propagation in the brain, leading to precise inhibition and spiking rate codes.

摘要

神经元通过神经元群体高度可变的放电活动来编码信息,以至于同一刺激的不同重复能够产生在数量和时间方面有显著差异的动作电位。放电变异性是如何产生的,它有功能上的目的吗?利用艾伦脑科学研究所的细胞类型数据集,我们将皮层神经元在注入类似突触输入的电流时的放电可靠性与其形态学、电生理学和转录组学类别联系起来。我们的研究结果表明,小清蛋白阳性(PV)中间神经元,即抑制性神经元的一个亚类,与其他神经元亚类相比,表现出高可靠性,尤其是兴奋性神经元。通过计算建模,我们预测PV中间神经元的高可靠性能够对下游神经元进行强大而精确的抑制,而兴奋性神经元较低的可靠性则能够整合多个突触输入,从而形成放电频率编码。这些发现阐明了不同神经元类别的放电变异性如何影响大脑中的信息传播,从而导致精确的抑制和放电频率编码。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897c/11185694/f1aa57af20a9/nihpp-2024.06.05.597657v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897c/11185694/7047db2d81e3/nihpp-2024.06.05.597657v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897c/11185694/1ad4c28595ba/nihpp-2024.06.05.597657v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897c/11185694/f1aa57af20a9/nihpp-2024.06.05.597657v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897c/11185694/7047db2d81e3/nihpp-2024.06.05.597657v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897c/11185694/1ad4c28595ba/nihpp-2024.06.05.597657v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897c/11185694/f1aa57af20a9/nihpp-2024.06.05.597657v1-f0003.jpg

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本文引用的文献

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The impact of spike timing precision and spike emission reliability on decoding accuracy.尖峰定时精度和尖峰发射可靠性对解码精度的影响。
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